{"id":"W2193064366","doi":"10.1509/jmr.14.0379","title":"Is Top 10 Better than Top 9? The Role of Expectations in Consumer Response to Imprecise Rank Claims","year":2015,"lang":"en","type":"article","venue":"Journal of Marketing Research","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Rank (graph theory); Advertising; Selection (genetic algorithm); Tier 1 network; Business; Marketing; Boundary (topology); Perception; Psychology; Computer science; Mathematics; The Internet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01233945,0.0003442673,0.0003682065,0.0006759144,0.0009569584,0.005913437,0.0006706623,0.002412139,0.005414409],"category_scores_gemma":[0.09422213,0.000461919,0.0006477158,0.000455827,0.003177086,0.003962607,0.001411315,0.002417419,0.0006334166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609349,"about_ca_system_score_gemma":0.00058346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00428099,"about_ca_topic_score_gemma":0.003051069,"domain_scores_codex":[0.99224,0.003905111,0.0004662064,0.000703595,0.00222676,0.0004583937],"domain_scores_gemma":[0.9096907,0.06121871,0.01752117,0.00420484,0.005601069,0.001763389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009032764,0.001479176,0.7277428,0.0006543691,0.0005938241,0.001396678,0.05860635,0.003796129,0.02166115,0.06153113,0.004206667,0.109299],"study_design_scores_gemma":[0.0002487195,0.00156838,0.8655739,0.0003613625,0.0004271881,0.0005886979,0.03203601,0.01513761,0.007255895,0.06915609,0.007210467,0.0004357223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677624,0.0002264633,0.003346845,0.003047959,0.00004555743,0.00003947453,0.00005192413,0.00003228174,0.02544702],"genre_scores_gemma":[0.9984902,0.00005554636,0.0005835764,0.0004303199,0.00001984999,0.000008943354,0.00002117971,0.00001141712,0.0003788834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01233945,"threshold_uncertainty_score":0.06525809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07701138649366199,"score_gpt":0.3606923784133179,"score_spread":0.2836809919196559,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}